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  • 2023年版!エンジニア必見のチートシート集 - Qiita

    2. 機械学習・AIチートシート まずは機械学習やAI開発に関わるチートシートからです! Machine Learning Cheat Sheet | DataCamp 主要な機械学習アルゴリズム、その利点と欠点、および使用ケースをガイドするものです。初心者からエキスパートまで、誰でも役立つリソースです。 機械学習アルゴリズム チートシート MicrosoftのAzureが提供している機械学習アルゴリズムに関するチートシートです。 TensorFlow Cheat Sheet https://zerotomastery.io/cheatsheets/tensorflow-cheat-sheet/ 機械学習と人工知能のためのオープンソースライブラリ、TensorFlowのチートシートです。基本的な概念やベストプラクティスがまとめられています。 (メールアドレスでサブスクライブするとPDFがダ

      2023年版!エンジニア必見のチートシート集 - Qiita
    • Golang Mini Reference 2022: A Quick Guide to the Modern Go Programming Language (REVIEW COPY)

      Golang Mini Reference 2022 A Quick Guide to the Modern Go Programming Language (REVIEW COPY) Harry Yoon Version 0.9.0, 2022-08-24 REVIEW COPY This is review copy, not to be shared or distributed to others. Please forward any feedback or comments to the author. • feedback@codingbookspress.com The book is tentatively scheduled to be published on September 14th, 2022. We hope that when the release da

      • Solving Quantitative Reasoning Problems With Language Models

        Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz∗, Anders Andreassen†, David Dohan†, Ethan Dyer†, Henryk Michalewski†, Vinay Ramasesh†, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur∗, Guy Gur-Ari∗, and Vedant Misra∗ Google Research Abstract Language models have achieved remarkable performance on a wide range of tasks that require

        • Awesome Terraform | Curated list of awesome lists | Project-Awesome.org

          A curated list of resources on HashiCorp's Terraform. Your contributions are welcome! Terraform enables you to safely and predictably create, change, and improve production infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. Contents Legend Official Resources Com

          • Develop Cross-Platform CLI and GUI Tools With Tcl/Tk. Powerful, Event-Driven, Open-Source And Future-Proof Toolkit… From the Past?! - CGI Coffee

            Develop Cross-Platform CLI and GUI Tools With Tcl/Tk. Powerful, Event-Driven, Open-Source And Future-Proof Toolkit… From the Past?! What if I told you there exists a language, or a whole toolkit that: Can be used to create cross-platform Console and GUI tools or apps Those GUI apps look native on Windows, Linux and macOS Supports safe and efficient threading, non-blocking events and I/O Has a smal

            • GitHub - langroid/langroid: Harness LLMs with Multi-Agent Programming

              import langroid as lr import langroid.language_models as lm # set up LLM llm_cfg = lm.OpenAIGPTConfig( # or OpenAIAssistant to use Assistant API # any model served via an OpenAI-compatible API chat_model=lm.OpenAIChatModel.GPT4o, # or, e.g., "ollama/mistral" ) # use LLM directly mdl = lm.OpenAIGPT(llm_cfg) response = mdl.chat("What is the capital of Ontario?", max_tokens=10) # use LLM in an Agent

                GitHub - langroid/langroid: Harness LLMs with Multi-Agent Programming
              • My Problem With the Four-Document Model

                New: Logic for Programmers is now content-complete and in the hands of the copy editor! Get the current beta for 20% off here. Two universal facts about user documentation: Documentation is really important. We are really bad at writing it. We don’t have good theories on what makes for useful documentation. That is except for the four document model, or Diátaxis.1 I’m glad that people use it. I’m

                  My Problem With the Four-Document Model
                • Supercharge Your NodeJS With Rust - Dmitry Kudryavtsev

                  Node isn’t the fastest framework out here. It’s not the slowest either, v8 is doing wonders to its speed, but nevertheless, if we setup an unfair battle between Node and say Rust; Node will lose. If you are interested to compare this approach to WebAssembly, I’ve written a new article on WASM in comparison to native modules. What is Rust? Rust is a multi-paradigm, high-level, general-purpose progr

                    Supercharge Your NodeJS With Rust - Dmitry Kudryavtsev
                  • pandas: An Ultimate Python Library for Data Science

                    In this article, I will introduce the pandas library of Python programming language for data science. We will also see practical examples of code to create data frames, logical operations, and looping, apart from examples of code for the advanced concepts of pandas. Introduction to pandaspandas is a great library of Python for data science for most industry applications with massive amounts of dif

                      pandas: An Ultimate Python Library for Data Science
                    • JupyterLab Changelog — JupyterLab 4.6.0a1 documentation

                      JupyterLab Changelog# v4.5# JupyterLab 4.5 includes a number of new features (described below), bug fixes, and enhancements. This release is compatible with extensions supporting JupyterLab 4.0. Extension authors are encouraged to consult the Extension Migration Guide which lists deprecations and changes to the public API. Performance and windowing# The default windowing mode is now contentVisibil

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